{
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  {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'name': '小明', 'age': 35, 'id': '1001'}\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "dict"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dict_a = {'name':'小明','age':35,'id':'1001'}\n",
    "print(dict_a)\n",
    "type(dict_a)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'小明'"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dict_a['name']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'name': '小明', 'age': 35, 'id': '1001', 'addr': 'qingdao'}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 添加元素\n",
    "dict_a['addr'] = 'qingdao'\n",
    "dict_a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'name': '小明', 'age': 35, 'id': '1001'}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dict_a.pop('addr')\n",
    "dict_a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'小明'"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 获得指定的值\n",
    "dict_a.get('name')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'hello world'"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 如果没有指定的key，则返回，后面内容\n",
    "dict_a.get('abc','hello world')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dict_a.get('abc') is None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['name', 'age', 'id'])"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 返回所有的key\n",
    "dict_a.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_items([('name', '小明'), ('age', 35), ('id', '1001')])"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 返回所有的元素\n",
    "dict_a.items()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "name\n",
      "小明\n",
      "age\n",
      "35\n",
      "id\n",
      "1001\n"
     ]
    }
   ],
   "source": [
    "# 遍历字典，打印所有的键/值\n",
    "for key in dict_a.keys():\n",
    "    print(key)\n",
    "    print(dict_a[key])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
